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Abstract
Multiphase flows widely exist in various scientific and engineering fields, and strongly compressible multiphase flows commonly occur in practical applications, which makes them an important part of computational fluid dynamics. In this study, an axisymmetric adaptive multiresolution smooth particle hydrodynamics (SPH) model is proposed to solve various strongly compressible multiphase flow problems. In the present model, the governing equations are discretized in cylindrical polar coordinates, and an improved volume adaptive scheme is developed to better solve the problem of excessive volume change in strongly compressible multiphase flows. On this basis, combined with the adaptive particle refinement technique, an adaptive multiresolution scheme is proposed in this study. In addition, the high-order differential operator and diffusion correction term are utilized to improve the accuracy and stability. The effectiveness of the model is verified by testing four typical strongly compressible multiphase flow problems. By comparing the results of adaptive multiresolution SPH with other numerical results or experimental data, we can conclude that the present SPH method effectively models strongly compressible multiphase flows.
Keywords
Axisymmetric smooth particle hydrodynamics
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Adaptive multiresolution scheme
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Strongly compressible multiphase flows
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Shock wave
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Underwater explosion
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Lehua Xiao, Ting Long.
An Axisymmetric Adaptive Multiresolution SPH for Modeling Strongly Compressible Multiphase Flows.
Journal of Marine Science and Application, 2025, 24(4): 682-707 DOI:10.1007/s11804-024-00511-5
| [1] |
AdamiS, HuXY, AdamsNA. A generalized wall boundary condition for smoothed particle hydrodynamics. Journal of Computational Physics, 2012, 231(21): 7057-7075
|
| [2] |
AlimiJM, SernaA, PastorC, BernabeuG. Smooth particle hydrodynamics: importance of correction terms in adaptive resolution algorithms. Journal of Computational Physics, 2003, 192(1): 157-174
|
| [3] |
AntuonoM, ColagrossiA, MarroneS, MolteniD. Free-surface flows solved by means of SPH schemes with numerical diffusive terms. Computer Physics Communications, 2010, 181(3): 532-549
|
| [4] |
AvesaniD, DumbserM, BellinA. A new class of Moving-Least-Squares WENO – SPH schemes. Journal of Computational Physics, 2014, 270: 278-299
|
| [5] |
BalsaraDS. Von Neumann stability analysis of smoothed particle hydrodynamics—Suggestions for optimal algorithms. Journal of Computational Physics, 1995, 121(2): 357-372
|
| [6] |
BarcaroloDA, Le TouzéD, OgerG, De VuystF. Adaptive particle refinement and derefinement applied to the smoothed particle hydrodynamics method. Journal of Computational Physics, 2014, 273: 640-657
|
| [7] |
BenzWBuchlerJB. Smooth particle hydrodynamics: A review. The Numerical Modelling of Nonlinear Stellar Pulsations: Problems and Prospects, 1990, Doredrecht. Kluwer Academi C. 269288
|
| [8] |
BergerMJ, OligerJ. Adaptive mesh refinement for hyperbolic partial differential equations. Journal of Computational Physics, 1984, 53(3): 484-512
|
| [9] |
BrookshawL. Smooth particle hydrodynamics in cylindrical coordinates. ANZIAM Journal, 2002, 44: C114-C139
|
| [10] |
BuiHH, FukagawaR, SakoK, OhnoS. Lagrangian meshfree particles method (SPH) for large deformation and failure flows of geomaterial using elastic – plastic soil constitutive model. International Journal for Numerical and Analytical Methods in Geomechanics, 2008, 32(12): 1537-1570
|
| [11] |
ChenX, WanD. GPU accelerated MPS method for large-scale 3-D violent free surface flows. Ocean Engineering, 2019, 171: 677-694
|
| [12] |
ColagrossiA, LandriniM. Numerical simulation of interfacial flows by smoothed particle hydrodynamics. Journal of Computational Physics, 2003, 191(2): 448-475
|
| [13] |
CrespoAJ, DomínguezJM, RogersBD, Gómez-GesteiraM, LongshawS, CanelasRJ, García-FealO. DualSPHysics: Open-source parallel CFD solver based on Smoothed Particle Hydrodynamics (SPH). Computer Physics Communications, 2015, 187: 204-216
|
| [14] |
CuiP, ZhangAM, WangSP. Small-charge underwater explosion bubble experiments under various boundary conditions. Physics of Fluids, 2016, 2811117103
|
| [15] |
DobratzBMLLNL explosives handbook: properties of chemical explosives and explosives and explosive simulants (No. UCRL-52997), 1981, Livermore, USA. Lawrence Livermore National Lab. (LLNL).
|
| [16] |
FangXL, ColagrossiA, WangPP, ZhangAM. An accurate and robust axisymmetric SPH method based on Riemann solver with applications in ocean engineering. Ocean Engineering, 2022, 244110369
|
| [17] |
FeldmanJ, BonetJ. Dynamic refinement and boundary contact forces in SPH with applications in fluid flow problems. International Journal for Numerical Methods in Engineering, 2007, 72(3): 295-324
|
| [18] |
FerrariA, DumbserM, ToroEF, ArmaniniA. A new 3D parallel SPH scheme for free surface flows. Computers & Fluids, 2009, 38(6): 1203-1217
|
| [19] |
FreretL, WilliamschenM, GrothCP. Enhanced anisotropic block-based adaptive mesh refinement for three-dimensional inviscid and viscous compressible flows. Journal of Computational Physics, 2022, 458111092
|
| [20] |
FuL, JiZ. An optimal particle setup method with Centroidal Voronoi Particle dynamics. Computer Physics Communications, 2019, 234: 72-92
|
| [21] |
García-SenzD, RelanoA, CabezónRM, BravoE. Axisymmetric smoothed particle hydrodynamics with self-gravity. Monthly Notices of the Royal Astronomical Society, 2009, 392(1): 346-360
|
| [22] |
GibouF, FedkiwR, OsherS. A review of level-set methods and some recent applications. Journal of Computational Physics, 2018, 353: 82-109
|
| [23] |
GingoldRA, MonaghanJJ. Smoothed particle hydrodynamics: theory and application to non-spherical stars. Monthly Notices of the Royal Astronomical Society, 1977, 181(3): 375-389
|
| [24] |
GongK, ShaoS, LiuH, WangB, TanSK. Two-phase SPH simulation of fluid – structure interactions. Journal of Fluids and Structures, 2016, 65: 155-179
|
| [25] |
GotohH, KhayyerA. On the state-of-the-art of particle methods for coastal and ocean engineering. Coastal Engineering Journal, 2018, 60(1): 79-103
|
| [26] |
HammaniI, MarroneS, ColagrossiA, OgerG, Le TouźeD. Detailed study on the extension of the δ -SPH model to multiphase flow. Computer Methods in Applied Mechanics and Engineering, 2020, 368113189
|
| [27] |
HuXY, AdamsNA. A multi-phase SPH method for macroscopic and mesoscopic flows. Journal of Computational Physics, 2006, 213(2): 844-861
|
| [28] |
HuXY, AdamsNA. An incompressible multi-phase SPH method. Journal of Computational Physics, 2007, 227(1): 264-278
|
| [29] |
HuXY, AdamsNA, IaccarinoG. On the HLLC Riemann solver for interface interaction in compressible multi-fluid flow. Journal of Computational Physics, 2009, 228(17): 6572-6589
|
| [30] |
HuangX, SunP, LyuH, ZhangAM. Water entry problems simulated by an axisymmetric SPH model with vas scheme. Journal of Marine Science and Application, 2022, 21(2): 1-15
|
| [31] |
JoshiS, FrancJP, GhigliottiG, FivelM. An axisymmetric solid SPH solver with consistent treatment of particles close to the symmetry axis. Computational Particle Mechanics, 2021, 8: 35-49
|
| [32] |
KazemiE, KollK, TaitS, ShaoS. SPH modelling of turbulent open channel flow over and within natural gravel beds with rough interfacial boundaries. Advances in Water Resources, 2020, 140103557
|
| [33] |
KhayyerA, GotohH. Enhancement of performance and stability of MPS mesh-free particle method for multiphase flows characterized by high density ratios. Journal of Computational Physics, 2013, 242: 211-233
|
| [34] |
KhayyerA, GotohH, ShimizuY. A projection-based particle method with optimized particle shifting for multiphase flows with large density ratios and discontinuous density fields. Computers & Fluids, 2019, 179: 356-371
|
| [35] |
KhayyerA, ShimizuY, GotohH, NagashimaK. A coupled incompressible SPH-Hamiltonian SPH solver for hydroelastic FSI corresponding to composite structures. Applied Mathematical Modelling, 2021, 94: 242-271
|
| [36] |
KhayyerA, ShimizuY, GotohH, HattoriS. Multi-resolution ISPH-SPH for accurate and efficient simulation of hydroelastic fluid-structure interactions in ocean engineering. Ocean Engineering, 2021, 226108652
|
| [37] |
KhayyerA, ShimizuY, GotohT, GotohH. Enhanced resolution of the continuity equation in explicit weakly compressible SPH simulations of incompressible free-surface fluid flows. Applied Mathematical Modelling, 2023, 116: 84-121
|
| [38] |
KitsionasS, WhitworthAP. Smoothed particle hydrodynamics with particle splitting, applied to self-gravitating collapse. Monthly Notices of the Royal Astronomical Society, 2002, 330(1): 129-136
|
| [39] |
KitsionasS, WhitworthAP. High-resolution simulations of clump–clump collisions using SPH with particle splitting. Monthly Notices of the Royal Astronomical Society, 2007, 378(2): 507-524
|
| [40] |
LauerE, HuXY, HickelS, AdamsNA. Numerical modelling and investigation of symmetric and asymmetric cavitation bubble dynamics. Computers & Fluids, 2012, 69: 1-19
|
| [41] |
LiMK, ZhangAM, MingFR, SunPN, PengYX. An axisymmetric multiphase SPH model for the simulation of rising bubble. Computer Methods in Applied Mechanics and Engineering, 2020, 366113039
|
| [42] |
LiS, van der MeerD, ZhangAM, ProsperettiA, LohseD. Modelling large scale airgun-bubble dynamics with highly non-spherical features. International Journal of Multiphase Flow, 2020, 122103143
|
| [43] |
LiS, ZhangAM, HanR, MaQ. 3D full coupling model for strong interaction between a pulsating bubble and a movable sphere. Journal of Computational Physics, 2019, 392: 713-731
|
| [44] |
LiT, ZhangAM, WangSP, LiS, LiuWT. Bubble interactions and bursting behaviors near a free surface. Physics of Fluids, 2019, 314042104
|
| [45] |
LiangC, HuangW, ChenD. A pressure-dependent adaptive resolution scheme for smoothed particle hydrodynamics simulation of underwater explosion. Ocean Engineering, 2023, 270113695
|
| [46] |
LindSJ, XuR, StansbyPK, RogersBD. Incompressible smoothed particle hydrodynamics for free-surface flows: A generalised diffusion-based algorithm for stability and validations for impulsive flows and propagating waves. Journal of Computational Physics, 2012, 231(4): 1499-1523
|
| [47] |
LiuM, ZhangZ. Smoothed particle hydrodynamics (SPH) for modeling fluid-structure interactions. Science China Physics, Mechanics & Astronomy, 2019, 62: 1-38
|
| [48] |
LiuMB, LiuGR. Smoothed particle hydrodynamics (SPH): an overview and recent developments. Archives of Computational Methods in Engineering, 2010, 17: 25-76
|
| [49] |
LongT, HuD, WanD, ZhangC, YangG. An arbitrary boundary with ghost particles incorporated in coupled FEM–SPH model for FSI problems. Journal of Computational Physics, 2017, 350: 166-183
|
| [50] |
LucyLB. A numerical approach to the testing of the fission hypothesis. The Astronomical Journal, 1977, 8(12): 1013-1024
|
| [51] |
LuoM, KohCG, BaiW, GaoM. A particle method for two - phase flows with compressible air pocket. International Journal for Numerical Methods in Engineering, 2016, 108(7): 695-721
|
| [52] |
LyuHG, SunPN. Further enhancement of the particle shifting technique: Towards better volume conservation and particle distribution in SPH simulations of violent free-surface flows. Applied Mathematical Modelling, 2022, 101: 214-238
|
| [53] |
LyuHG, SunPN, MiaoJM, ZhangAM. 3D multi-resolution SPH modeling of the water entry dynamics of free-fall lifeboats. Ocean Engineering, 2022, 257111648
|
| [54] |
MarroneS, AntuonoM, ColagrossiA, ColicchioG, Le TouzéD, GrazianiG. δ -SPH model for simulating violent impact flows. Computer Methods in Applied Mechanics and Engineering, 2011, 200(13–16): 1526-1542
|
| [55] |
MarroneS, ColagrossiA, AntuonoM, LugniC, TulinMP. A 2D+t SPH model to study the breaking wave pattern generated by fast ships. Journal of Fluids and Structures, 2011, 27(8): 1199-1215
|
| [56] |
MarshA, OgerG, Le TouzéD, GuibertD. Validation of a conservative variable-resolution SPH scheme including ∇h terms. 6th Int. SPHERIC Workshop (SPHERIC 2011), 2011
|
| [57] |
MingF, SunP, ZhangA. Investigation on charge parameters of underwater contact explosion based on axisymmetric SPH method. Applied Mathematics and Mechanics, 2014, 35(4): 453-468
|
| [58] |
MokosA, RogersBD, StansbyPK, DomínguezJM. Multiphase SPH modelling of violent hydrodynamics on GPUs. Computer Physics Communications, 2015, 196: 304-316
|
| [59] |
MonaghanJJ. On the problem of penetration in particle methods. Journal of Computational Physics, 1989, 82(1): 1-15
|
| [60] |
MonaghanJJ. Smoothed particle hydrodynamics. Annual Review of Astronomy and Astrophysics, 1992, 30: 543-574
|
| [61] |
MonaghanJJ. Simulating free surface flows with SPH. Journal of Computational Physics, 1994, 110(2): 399-406
|
| [62] |
MonaghanJJ. Smoothed particle hydrodynamics. Reports on Progress in Physics, 2005, 6881703
|
| [63] |
MonaghanJJ. Smoothed particle hydrodynamics and its diverse applications. Annual Review of Fluid Mechanics, 2012, 44: 323-346
|
| [64] |
MonaghanJJ, LattanzioJC. A refined particle method for astrophysical problems. Astronomy and Astrophysics, 1985, 149: 135-143
|
| [65] |
MonaghanJJ, RafieeA. A simple SPH algorithm for multi-fluid flow with high density ratios. International Journal for Numerical Methods in Fluids, 2013, 71(5): 537-561
|
| [66] |
MorrisJP, FoxPJ, ZhuY. Modeling low Reynolds number incompressible flows using SPH. Journal of Computational Physics, 1997, 136(1): 214-226
|
| [67] |
NazeerM, HussainF, HameedMK, KhanMI, AhmadF, MalikMY, ShiQH. Development of mathematical modeling of multiphase flow of Casson rheological fluid: Theoretical approach. Chaos Solitons & Fractals, 2021, 15011111198
|
| [68] |
NonoyamaH, MoriguchiS, SawadaK, YashimaA. Slope stability analysis using smoothed particle hydrodynamics (SPH) method. Soils and Foundations, 2015, 55(2): 458-470
|
| [69] |
OgerG, Le TouzéD, GuibertD, De LeffeM, BiddiscombeJ, SoumagneJ, PiccinalJG. On distributed memory MPI-based parallelization of SPH codes in massive HPC context. Computer Physics Communications, 2016, 200: 1-14
|
| [70] |
OmangM, BørveS, TrulsenJ. SPH in spherical and cylindrical coordinates. Journal of Computational Physics, 2006, 213(1): 391-412
|
| [71] |
OmidvarP, StansbyPK, RogersBD. Wave body interaction in 2D using smoothed particle hydrodynamics (SPH) with variable particle mass. International Journal for Numerical Methods in Fluids, 2012, 68(6): 686-705
|
| [72] |
PetalasN, AzizKA. Mechanistic model for multiphase flow in pipes. Journal of Canadian Petroleum Technology, 2000, 39600-06-04
|
| [73] |
PlessetMS, ProsperettiA. Bubble dynamics and cavitation. Annual Review of Fluid Mechanics, 1977, 9(1): 145-185
|
| [74] |
RandlesPW, LiberskyLD. Smoothed particle hydrodynamics: some recent improvements and applications. Computer Methods in Applied Mechanics and Engineering, 1996, 139(1–4): 375-408
|
| [75] |
Reyes LópezY, RooseD, Recarey MorfaC. Dynamic particle refinement in SPH: application to free surface flow and non-cohesive soil simulations. Computational Mechanics, 2013, 51: 731-741
|
| [76] |
SedovLISimilarity and dimensional methods in mechanics, 2018
|
| [77] |
ShadlooMS, OgerG, Le TouzéD. Smoothed particle hydrodynamics method for fluid flows, towards industrial applications: Motivations, current state, and challenges. Computers & Fluids, 2016, 136: 11-34
|
| [78] |
ShiH, HuangY. A GPU-based δ -Plus-SPH model for non-newtonian multiphase flows. Water, 2022, 14111734
|
| [79] |
SigalottiLD, LópezH, DonosoA, SiraE, KlappJ. A shock-capturing SPH scheme based on adaptive kernel estimation. Journal of Computational Physics, 2006, 212(1): 124-149
|
| [80] |
SodGA. A survey of several finite difference methods for systems of nonlinear hyperbolic conservation laws. Journal of Computational Physics, 1978, 27(1): 1-31
|
| [81] |
SteinbergDJSpherical explosions and the equation of state of water (No. UCID-20974), 1987, Livermore, USA. Lawrence Livermore National Lab. (LLNL).
|
| [82] |
SunPN, ColagrossiA, MarroneS, AntuonoM, ZhangAM. A consistent approach to particle shifting in the δ-Plus-SPH model. Computer Methods in Applied Mechanics and Engineering, 2019, 348: 912-934
|
| [83] |
SunPN, ColagrossiA, ZhangAM. Numerical simulation of the self-propulsive motion of a fishlike swimming foil using the δ+-SPH model. Theoretical and Applied Mechanics Letters, 2018, 8(2): 115-125
|
| [84] |
SunPN, Le TouzéD, OgerG, ZhangAM. An accurate SPH Volume Adaptive Scheme for modeling strongly-compressible multiphase flows. Part 1: Numerical scheme and validations with basic 1D and 2D benchmarks. Journal of Computational Physics, 2021, 426109937
|
| [85] |
SunPN, Le TouzéD, OgerG, ZhangAM. An accurate SPH Volume Adaptive Scheme for modeling strongly-compressible multiphase flows. Part 2: Extension of the scheme to cylindrical coordinates and simulations of 3D axisymmetric problems with experimental validations. Journal of Computational Physics, 2021, 426109936
|
| [86] |
SunPN, LuoM, Le TouzéD, ZhangAM. The suction effect during freak wave slamming on a fixed platform deck: Smoothed particle hydrodynamics simulation and experimental study. Physics of Fluids, 2019, 3111117108
|
| [87] |
ToroEFRiemann solvers and numerical methods for fluid dynamics: a practical introduction, 2013
|
| [88] |
VacondioR, RogersBD, StansbyPK. Accurate particle splitting for smoothed particle hydrodynamics in shallow water with shock capturing. International Journal for Numerical Methods in Fluids, 2012, 69(8): 1377-1410
|
| [89] |
WangPP, ZhangAM, FangXL, KhayyerA, MengZF. Axisymmetric Riemann-smoothed particle hydrodynamics modeling of high-pressure bubble dynamics with a simple shifting scheme. Physics of Fluids, 2022, 3411112122
|
| [90] |
XieF, ZhaoW, WanD. Numerical simulations of liquid-solid flows with free surface by coupling IMPS and DEM. Applied Ocean Research, 2021, 114102771
|
| [91] |
XuR, StansbyP, LaurenceD. Accuracy and stability in incompressible SPH (ISPH) based on the projection method and a new approach. Journal of computational Physics, 2009, 228(18): 6703-6725
|
| [92] |
YangQ, XuF, YangY, DaiZ, WangJ. A GPU-accelerated adaptive particle refinement for multi-phase flow and fluid-structure coupling SPH. Ocean Engineering, 2023, 279114514
|
| [93] |
YangX, FengS, WuJ, ZhangG, LiangG, ZhangZ. Study of the water entry and exit problems by coupling the APR and PST within SPH. Applied Ocean Research, 2023, 139103712
|
| [94] |
YilmazA, KocamanS, DemirciM. Numerical modeling of the dam-break wave impact on elastic sluice gate: A new benchmark case for hydroelasticity problems. Ocean Engineering, 2021, 231108870
|
| [95] |
ZamyshlyaevBV, YakovlevYSDynamic loads in underwater explosion, 1973, Washington, DC, USA. Naval Intelligence Support Center.
|
| [96] |
ZhangAM, SunPN, MingFR, ColagrossiA. Smoothed particle hydrodynamics and its applications in fluid-structure interactions. Journal of Hydrodynamics, 2017, 29(2): 187-216
|
| [97] |
ZhangAM, CuiP, CuiJ, WangQX. Experimental study on bubble dynamics subject to buoyancy. Journal of Fluid Mechanics, 2015, 776: 137-160
|
| [98] |
ZhangAM, LiSM, CuiP, LiS, LiuYL. A unified theory for bubble dynamics. Physics of Fluids, 2023, 353033323
|
| [99] |
ZhangAM, SunPN, MingFR. An SPH modeling of bubble rising and coalescing in three dimensions. Computer Methods in Applied Mechanics and Engineering, 2015, 294: 189-209
|
| [100] |
ZhangS, WangSP, LiuYL, ZhangAM, CuiP. Interaction of clustered air gun bubbles in marine prospecting. Ocean Engineering, 2019, 191106523
|
| [101] |
ZhangZL, LiuMB. A decoupled finite particle method for modeling incompressible flows with free surfaces. Applied Mathematical Modelling, 2018, 60: 606-633
|
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